Concepedia

Xolani Dastile

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Statistics

Publications

4

Citations

488

H-Index

4

Active since

2020

Affiliations

University of the Witwatersrand(Current)

Xolani Dastile is an author at University of the Witwatersrand specializing in machine learning credit scoring, credit scoring, and computing.

ORCID

Publications per year

2020–2024

4

Publications

4

Statistical and machine learning models in credit scoring: A systematic literature survey

Xolani Dastile, Turgay Çelik, Moshe Moses Potsane · Applied Soft Computing · 2020 · 368 citations

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Making Deep Learning-Based Predictions for Credit Scoring Explainable

Xolani Dastile, Turgay Çelik · IEEE Access · 2021 · 72 citations · Full text

, , +17

Model-Agnostic Counterfactual Explanations in Credit Scoring

Xolani Dastile, Turgay Çelik, Hans Vandierendonck · IEEE Access · 2022 · 34 citations · Full text

, , +16

Counterfactual Explanations With Multiple Properties in Credit Scoring

Xolani Dastile, Turgay Çelik · IEEE Access · 2024 · 14 citations · Full text

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